Test Results V1

Version 1 benchmark 7/15/16

This report has approx 5000 prelabeled dog pics, and the top 3 predictions. The predictions include a confidence which is between 0 and 1, 1 being 100% confident. To improve readability, I mapped the confidence to colors (0 = red, 1 = green). Ideally, the top guess is green and other guesses are red, however, sometimes they are all simlar shades indicating no obvious choice.

You may notice sometimes the prediction is not a dog breed (ex Burrito) The next version will fix this

The classifier seems to struggle with a few breed (American Bulldog, Shiba Inu and more). In the next version, I will automate a method that determines the overall error in the predictions by seeing if the top choices match the label (higher score will be given when the top score matches the label, partial credit if the second or third is correct) This way each version will have an overall accuracy for this dataset